Replication data for: Big Data and Firm Dynamics
Principal Investigator(s): View help for Principal Investigator(s) Maryam Farboodi; Roxana Mihet; Thomas Philippon; Laura Veldkamp
Version: View help for Version V1
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application/pdf | 80 KB | 12/07/2019 10:20:AM |
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application/vnd.openxmlformats-officedocument.spreadsheetml.sheet | 9.2 KB | 12/07/2019 10:20:AM |
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application/pdf | 70.7 KB | 12/07/2019 10:20:AM |
Project Description
Summary:
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We study a model where firms accumulate data as a valuable intangible asset. Data accumulation affects firms' dynamics. It increases the skewness of the firm size distribution as large firms generate more data and invest more in active experimentation. On the other hand, small data-savvy firms can overtake more traditional incumbents, provided they can finance their initial money-losing growth. Our model can be used to estimate the market and social value of data.
Scope of Project
JEL Classification:
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C55 Large Data Sets: Modeling and Analysis
D25 Intertemporal Firm Choice: Investment, Capacity, and Financing
G31 Capital Budgeting; Fixed Investment and Inventory Studies; Capacity
L25 Firm Performance: Size, Diversification, and Scope
C55 Large Data Sets: Modeling and Analysis
D25 Intertemporal Firm Choice: Investment, Capacity, and Financing
G31 Capital Budgeting; Fixed Investment and Inventory Studies; Capacity
L25 Firm Performance: Size, Diversification, and Scope
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